Muennighoff/SBERT-base-nli-v2-bitfit
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初始化项目，由ModelHub XC社区提供模型

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Model: Muennighoff/SBERT-base-nli-v2-bitfit
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2026-05-14 12:28:45 +08:00
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eval/similarity_evaluation_sts-dev_results.csv Normal file
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,880,0.829370691442365,0.8350133299577756,0.8330952281029876,0.8328323266752213,0.8324716134538946,0.8322650647184157,0.7608341284084293,0.7477849157455256
0,1760,0.8330212997469949,0.8398704222733611,0.8374491542213731,0.8366256406775563,0.8371381047207871,0.8364101031624551,0.7815260428986669,0.7696017403906974
0,2640,0.8331121417304126,0.8406721683775434,0.8358965794448816,0.8359115939220745,0.835785973670716,0.8359861313399954,0.7799710033186069,0.7694705748198682
0,3520,0.8344769779480172,0.8423988297099447,0.838838010901845,0.8387864037326375,0.8385064324185008,0.8386904232394394,0.7892591157278539,0.7786334056706258
0,4400,0.8372756869072315,0.8440479500636362,0.8425324774973808,0.8416751014531283,0.842379370243852,0.8418106211194851,0.7944018908131644,0.7833029295491579
0,5280,0.8344162285894015,0.8424521126648179,0.8411502769194195,0.8409385137568439,0.8409354802527284,0.8406129601516823,0.7939181969900402,0.7844200335219372
0,6160,0.8347799799763294,0.8425809116859734,0.8429242191560506,0.8421268277431156,0.8428204471074969,0.8420696035043872,0.7943478469258789,0.7847555657816633
0,7040,0.835454235143189,0.8432095793790514,0.8428316247664758,0.8417962634583439,0.8427286557379117,0.842060879299086,0.7960784796896284,0.786838141759848
0,7920,0.8357865855596027,0.8434453845617651,0.8431009280856381,0.8421410535904581,0.843056985425054,0.8423303278833724,0.7958811617265024,0.786487718221052
0,8800,0.8358033995901473,0.8435672219743009,0.8428230049873435,0.8420465785774859,0.8427685199423844,0.8420812850071002,0.7963761845189803,0.7871891724411645
0,-1,0.8358051658705701,0.843564918452086,0.8428247008097924,0.8420609291211844,0.8427704219668812,0.8420826924813798,0.7963748778432089,0.7871803788407975
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 880 0.829370691442365 0.8350133299577756 0.8330952281029876 0.8328323266752213 0.8324716134538946 0.8322650647184157 0.7608341284084293 0.7477849157455256
3 0 1760 0.8330212997469949 0.8398704222733611 0.8374491542213731 0.8366256406775563 0.8371381047207871 0.8364101031624551 0.7815260428986669 0.7696017403906974
4 0 2640 0.8331121417304126 0.8406721683775434 0.8358965794448816 0.8359115939220745 0.835785973670716 0.8359861313399954 0.7799710033186069 0.7694705748198682
5 0 3520 0.8344769779480172 0.8423988297099447 0.838838010901845 0.8387864037326375 0.8385064324185008 0.8386904232394394 0.7892591157278539 0.7786334056706258
6 0 4400 0.8372756869072315 0.8440479500636362 0.8425324774973808 0.8416751014531283 0.842379370243852 0.8418106211194851 0.7944018908131644 0.7833029295491579
7 0 5280 0.8344162285894015 0.8424521126648179 0.8411502769194195 0.8409385137568439 0.8409354802527284 0.8406129601516823 0.7939181969900402 0.7844200335219372
8 0 6160 0.8347799799763294 0.8425809116859734 0.8429242191560506 0.8421268277431156 0.8428204471074969 0.8420696035043872 0.7943478469258789 0.7847555657816633
9 0 7040 0.835454235143189 0.8432095793790514 0.8428316247664758 0.8417962634583439 0.8427286557379117 0.842060879299086 0.7960784796896284 0.786838141759848
10 0 7920 0.8357865855596027 0.8434453845617651 0.8431009280856381 0.8421410535904581 0.843056985425054 0.8423303278833724 0.7958811617265024 0.786487718221052
11 0 8800 0.8358033995901473 0.8435672219743009 0.8428230049873435 0.8420465785774859 0.8427685199423844 0.8420812850071002 0.7963761845189803 0.7871891724411645
12 0 -1 0.8358051658705701 0.843564918452086 0.8428247008097924 0.8420609291211844 0.8427704219668812 0.8420826924813798 0.7963748778432089 0.7871803788407975